Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. ICML 2026
    Inference of Online Newton Methods with Nesterov’s Accelerated Sketching
    Haoxuan Wang, Xinchen Du, and Sen Na
    arXiv preprint arXiv:2604.23436, 2026
    arXiv
  2. Under Review
    Inference for Newton Methods with Accelerated Sketch-and-Project via Random Scaling
    Xinchen Du, Elizaveta Rebrova, Michal Derezinski, and Sen Na
    2026

2025

  1. To appear, JMLR
    Online Statistical Inference of Constrained Stochastic Optimization via Random Scaling
    Xinchen Du, Wanrong Zhu, Wei Biao Wu, and Sen Na
    arXiv preprint arXiv:2505.18327, 2025
    arXiv
  2. NeurIPS Workshop
    Online Statistical Inference for Proximal Stochastic Gradient Descent under Markovian Sampling
    Xinchen Du and Sen Na
    2025